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Hi Dr.Camargo:
I find this nice project when I read your IMG/VR v4 manuscripts published on Nucleic Acids Research. I have some doubts about this and hope you can help me about them.
1.I tried this…
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Helloc @vtraag,
Leiden seems to be built like Louvain, in the sense that in the process of finding the best partition the nodes within a community are merged into a metanode, before performing agai…
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### Is this a new feature, an improvement, or a change to existing functionality?
New Feature
### How would you describe the priority of this feature request
Critical (currently preventing us…
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we should use some lightweight (linear or near linear) graph clustering algorithm to increase data locality when converting a graph to the FlashGraph format.
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Description:
Cluster graph data generated from ndmg using Spectral Clustering and Gaussian Mixture algorithms. Generate features using PCA and graph statistics method such as spectral embedding (m…
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- Graph construction was implemented using `rustworkx` in #234, I want to mention that the `rustworkx` python interface is remarkably optimized. Using Python, we can build all graph-downstream analyse…
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When using a clustering algorithm, what differences occur between clustering a set of data (no edges, just sets of points in euclidean coordinate space) versus clustering a graph consisting of vertice…
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some potential options:
-- Near linear time algorithm to detect community structures in large-scale networks
-- louvain
-- Multi-Threaded Modularity Based Graph Clustering using the Multilevel Paradi…
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_Label Propagation_ is a clustering algorithm already implemented in current apoc-procedures.
## Progress
- [x] adapt apoc-procedure to algorithm api
- [x] single threaded implementation
- [x…